A Novel Machine Learning Approach for Detecting Outliers, Rebuilding Well Logs, and Enhancing Reservoir Characterization
Ali, Muhammad, Zhu, Peimin, Huolin, Ma, Pan, Heping, Abbas, Khizar, Ashraf, Umar, Ullah, Jar, Jiang, Ren, Zhang, Hao
Published in Natural resources research (New York, N.Y.) (01.06.2023)
Published in Natural resources research (New York, N.Y.) (01.06.2023)
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Journal Article
An improved model for estimating the TOC in shale formations
Zhao, Peiqiang, Ma, Huolin, Rasouli, Vamegh, Liu, Wenhui, Cai, Jianchao, Huang, Zhenhua
Published in Marine and petroleum geology (01.05.2017)
Published in Marine and petroleum geology (01.05.2017)
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Journal Article
Data-driven lithofacies prediction in complex tight sandstone reservoirs: a supervised workflow integrating clustering and classification models
Ali, Muhammad, Zhu, Peimin, Jiang, Ren, Huolin, Ma, Ashraf, Umar, Zhang, Hao, Hussain, Wakeel
Published in Geomechanics and geophysics for geo-energy and geo-resources. (01.12.2024)
Published in Geomechanics and geophysics for geo-energy and geo-resources. (01.12.2024)
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Journal Article
Machine learning - A novel approach of well logs similarity based on synchronization measures to predict shear sonic logs
Ali, Muhammad, Jiang, Ren, Ma, Huolin, Pan, Heping, Abbas, Khizar, Ashraf, Umar, Ullah, Jar
Published in Journal of petroleum science & engineering (01.08.2021)
Published in Journal of petroleum science & engineering (01.08.2021)
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Journal Article
Optimized geothermal energy extraction from hot dry rocks using a horizontal well with different exploitation schemes
Huang, Guoshu, Hu, Xiangyun, Ma, Huolin, Liu, Liang, Yang, Jian, Zhou, Wenlong, Liao, Weiyang, Ningbo, Bai
Published in Geothermal energy (Heidelberg) (01.12.2023)
Published in Geothermal energy (Heidelberg) (01.12.2023)
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Journal Article
A Coupled Model of Two-Phase Fluid Flow and Heat Transfer to Transient Temperature Distribution and Seepage Characteristics for Water-Flooding Production Well with Multiple Pay Zones
Huang, Guoshu, Ma, Huolin, Hu, Xiangyun, Cai, Jianchao, Li, Jiabin, Luo, Hongqing, Pan, Heping
Published in Energies (Basel) (2019)
Published in Energies (Basel) (2019)
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Journal Article
Organic-rich source rock characterization and evaluation of the Cretaceous Qingshankou Formation: results from geophysical logs of the second scientific drilling borehole in the Songliao Basin, NE China
Zhang, Xiaohuan, Zou, Changchun, Zhao, Jinhuan, Li, Ning, Zhang, Shuxia, Kouamelan, Kouamelan Serge, Xiao, Liang, Ma, Huolin, Niu, Yixiong
Published in Geosciences journal (Seoul, Korea) (01.02.2019)
Published in Geosciences journal (Seoul, Korea) (01.02.2019)
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Journal Article
An Artificial Neural Network Approach for Predicting TOC and Comprehensive Pyrolysis Parameters from Well Logs and Applications to Source Rock Evaluation
Salaim, Mohamed Elfatih, Ma, Huolin, Hu, Xiangyun, Quer, Hatim
Published in Natural resources research (New York, N.Y.) (01.10.2024)
Published in Natural resources research (New York, N.Y.) (01.10.2024)
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Journal Article
Reservoir characterization through comprehensive modeling of elastic logs prediction in heterogeneous rocks using unsupervised clustering and class-based ensemble machine learning
Ali, Muhammad, Zhu, Peimin, Jiang, Ren, Huolin, Ma, Ehsan, Muhsan, Hussain, Wakeel, Zhang, Hao, Ashraf, Umar, Ullaah, Jared
Published in Applied soft computing (01.11.2023)
Published in Applied soft computing (01.11.2023)
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Journal Article
Quantitative Characterization of Shallow Marine Sediments in Tight Gas Fields of Middle Indus Basin: A Rational Approach of Multiple Rock Physics Diagnostic Models
Ali, Muhammad, Ashraf, Umar, Zhu, Peimin, Ma, Huolin, Jiang, Ren, Lei, Guo, Ullah, Jar, Ali, Jawad, Vo Thanh, Hung, Anees, Aqsa
Published in Processes (01.02.2023)
Published in Processes (01.02.2023)
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Journal Article
Lithology and mineralogy recognition from geochemical logging tool data using multivariate statistical analysis
Konaté, Ahmed Amara, Ma, Huolin, Pan, Heping, Qin, Zhen, Ahmed, Hafizullah Abba, Dembele, N’dji dit Jacques
Published in Applied radiation and isotopes (01.10.2017)
Published in Applied radiation and isotopes (01.10.2017)
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Journal Article
Crosswell electromagnetic modeling from impulsive source: Optimization strategy for dispersion suppression in convolutional perfectly matched layer
Fang, Sinan, Pan, Heping, Du, Ting, Konaté, Ahmed Amara, Deng, Chengxiang, Qin, Zhen, Guo, Bo, Peng, Ling, Ma, Huolin, Li, Gang, Zhou, Feng
Published in Scientific reports (02.09.2016)
Published in Scientific reports (02.09.2016)
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Journal Article
Integrated core-log interpretation of Wenchuan earthquake Fault Scientific Drilling project borehole 4 (WFSD-4)
Konaté, Ahmed Amara, Pan, Heping, Ma, Huolin, Qin, Zhen, Traoré, Alhouseiny
Published in Acta geophysica (01.08.2017)
Published in Acta geophysica (01.08.2017)
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Journal Article
Use of spectral gamma ray as a lithology guide for fault rocks: A case study from the Wenchuan Earthquake Fault Scientific Drilling project Borehole 4 (WFSD-4)
Amara Konaté, Ahmed, Pan, Heping, Ma, Huolin, Qin, Zhen, Guo, Bo, Yevenyo Ziggah, Yao, Kounga, Claude Ernest Moussounda, Khan, Nasir, Tounkara, Fodé
Published in Applied radiation and isotopes (01.10.2017)
Published in Applied radiation and isotopes (01.10.2017)
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Journal Article
Performance of the synergetic wavelet transform and modified K-means clustering in lithology classification using nuclear log
Yang, Huaijie, Pan, Heping, Ma, Huolin, Konaté, Ahmed Amara, Yao, Jing, Guo, Bo
Published in Journal of petroleum science & engineering (01.08.2016)
Published in Journal of petroleum science & engineering (01.08.2016)
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Journal Article
Fast prediction method of Archie’s cementation exponent
Qin, Zhen, Pan, Heping, Ma, Huolin, Konaté, Ahmed Amara, Hou, Min, Luo, Shaocheng
Published in Journal of natural gas science and engineering (01.08.2016)
Published in Journal of natural gas science and engineering (01.08.2016)
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Journal Article
Application of dimensionality reduction technique to improve geophysical log data classification performance in crystalline rocks
Konaté, Ahmed Amara, Pan, Heping, Ma, Huolin, Cao, Xiurong, Yevenyo Ziggah, Yao, Oloo, Margaret, Khan, Nashir
Published in Journal of petroleum science & engineering (01.09.2015)
Published in Journal of petroleum science & engineering (01.09.2015)
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Journal Article